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BBAI.NYSE
BigBear.ai
Information Technology · Internet Services & Infrastructure

Artificial intelligence and machine learning company providing decision intelligence solutions for defense and commercial markets.

HQ: United StatesListed: United States

Historical AI Opinions

Audit every published iPulse AI forecast batch and immutable historical research document for BigBear.ai.

BigBearai Holdings Inc (BBAI.NYSE) AI OPINIONS & ADVISOR ANALYSIS

Read and compare the 14 individual AI Advisor deep-dive reports, including their forecast paths, ratings, price targets, and reasoning.

Updated on 20 September 2026Deep analysis 20 September 2026

25 min readAudit All Past Forecasts

1. Investment Thesis — Base Case

The central tension is that BigBear.ai is getting better as a business while getting more expensive as a claim. Revenue reaccelerated to 13% growth, expanded 781 basis points, and debt was effectively eliminated [2][13] — genuine operational progress. Yet the equity trades at 10.2x trailing sales with negative $73.8M , and the financing model requires issuing shares into that multiple to fund acquisitions. Base case: grows modestly as defense AI demand holds, while share count expands faster, leaving per-share value drifting lower toward a blend of tangible book and a rerated , punctuated by narrative-driven spikes.

  • Anchor: TTM revenue $132M, 32.8%, operating loss $28.6M in Q2 2026 — breakeven needs roughly $220M revenue.
  • Valuation link: 10.2x sales compresses toward 5-6x as growth proves mid-teens, offsetting revenue gains entirely.
  • Cross-check: $400.9M tangible book, or $0.84 per share, floors downside well below today's price [14].

Historical prices and published forecast

Historical prices and published forecastObserved prices and the selected advisor's published projection share a split-adjusted price basis. Prices after the forecast start are later observations, not information known at publication. Forecasts are uncertain. Values in USD.-0.52.946.399.8313.28Sep 2021Mar 2024Sep 2026Mar 2029Sep 2031Forecast starts
  • Observed price
  • Published advisor forecast
Observed prices and the selected advisor's published projection share a split-adjusted price basis. Prices after the forecast start are later observations, not information known at publication. Forecasts are uncertain. Values in USD.
View chart values
Historical prices and published forecast — published chart values
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Observed price2021-09-169.89
Observed price2021-09-289.85
Observed price2021-10-149.86
Observed price2021-10-309.98
Observed price2021-11-079.96
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Observed price2025-09-114.87
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Observed price2026-02-104.56
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Observed price2026-07-242.76
Observed price2026-07-282.76
Observed price2026-08-133.34
Observed price2026-08-213.22
Observed price2026-09-102.82
Observed price2026-09-212.90
Observed price2026-09-242.80
Observed price2026-09-252.80
Published advisor forecast2026-09-182.80
Published advisor forecast2026-12-182.55
Published advisor forecast2027-03-182.68
Published advisor forecast2027-06-182.46
Published advisor forecast2027-09-182.31
Published advisor forecast2027-12-182.52
Published advisor forecast2028-03-182.35
Published advisor forecast2028-06-182.23
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Published advisor forecast2029-03-182.28
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Published advisor forecast2030-03-182.23
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Published advisor forecast2030-12-182.18
Published advisor forecast2031-03-182.25
Published advisor forecast2031-06-182.22
Published advisor forecast2031-09-182.29

2. Scenarios & Signals

Bull case

The bull case activates when accreditation converts into recurring seats faster than the share count grows. Ask Sage scaling past $100M by 2029 would push consolidated toward 45%, drag the company to breakeven near $200M revenue, and convert the narrative premium into a defensible . Sustained defense appropriations and a disinflation-driven fall in the ten-year yield would amplify the rerate. In that combination, today's $2.80 looks cheap rather than stretched.

Bear case

The bear case activates when growth disappoints while the printing press keeps running. A soft FY2027, book-to-bill persistently under one and a forced equity raise at depressed prices would expand the count past 600 million, trigger an Ask Sage impairment, and strip the platform narrative that justifies 10x sales. With a five-percent ten-year yield offering no valuation support, the multiple collapses toward tangible book near $1 per share. Operational competence would not rescue the per-share claim.

Current crowd narrative

The crowd treats BigBear.ai as a cheap call option on defense AI — Palantir's little brother with a clean . That belief is anchored on liquidity headlines: $410M cash, debt effectively gone, near $270M [1][2]. What it ignores is the $4.00 average target against $2.80, GuruFocus's $1.31 fair value [21], and a 10.2x sales multiple funded by continuous share issuance.

Alpha-gap assessment

The crowd overestimates these shares, though less egregiously than a year ago. The blind spot is unit-of-account: investors track enterprise metrics — , contract wins, cash — while value accrues per share, and the share count went from roughly 275 million to 479.5 million through recapitalisation, with a 424B5 modelling another 100 million [14]. Corroborating evidence: Q2 fell from about $282M to $269.6M [6][2], so book-to-bill was below one while the machine kept running.

Convergence catalyst

The catalyst is the next equity raise priced against a soft Q3 or Q4 2026 print. When a follow-on lands and consensus models finally rebase revenue per share rather than revenue, the multiple compresses. First observable sign: a prospectus supplement or ATM disclosure alongside unchanged FY2027 growth language.

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